MATH 475 Final Project

Predicting NFL QB All-Pros

Authors: Brayan Mauricio-Gonzalez and Graham Swain

Looking at the first few rows of our data set to ensure there is nothing that immediately seems wrong.

Checking if any cells are N/A.

Making a new column 'was_ap' that will be one if the player received 1st or 2nd team AP honors that season. We are using a bitwise or operator to accomplish this.

This formats all of the Seaborn plots in the manner that we want.

This sorts the players who achieved AP honors to the top of the dataframe so they will be displayed on the top layer of graphs.

Decision Tree

Random Forest Classifier (Grid Search)

Decision Tree (Grid Search)

Stacking Classifier